App Pages

This is a sitemap over all available pages ordered by namespaces.

android
ant
antlr
apache
application
application_server
architecture
automata
aws
axon
azure
backup
bdd
bics
book
business
cassandra
code
communication_system
company
computer
counter
crypto
dat
data
data_mining
- The 1 Percent Rule
- Statistics - (Absolute|True) Zero
- Data Mining - (Parameters | Model) (Accuracy | Precision | Fit | Performance) Metrics
- Statistics - Adjusted R^2
- Statistics - Akaike information criterion (AIC)
- Data Mining - Algorithms
- Data Mining - (Anomaly|outlier) Detection
- Data Mining - Apriori algorithm
- Data Mining - Association (Rules Function|Model) - Market Basket Analysis
- Data Mining - Attribute (Importance|Selection) - Affinity Analysis
- Machine Learning - Area under the curve (AUC)
- Data Mining - Automatic Discovery
- Machine learning - Bootstrap aggregating (bagging)
- Statistics - (Base rate fallacy|Bonferroni's principle)
- Machine Learning - (Baseline|Naive) classification (Zero R)
- Statistics - Bayes’ Theorem (Probability)
- Bayesian
- Statistics - Benford's law (frequency distribution of digits)
- Statistics - Best Subset Selection Regression
- Statistics - Bias-variance trade-off (between overfitting and underfitting)
- Statistics - Bias (Sampling error)
- Statistics - Bayesian Information Criterion (BIC)
- Statistics - R (Big R)
- Statistics - Bimodal Distribution
- Statistics - Binary logistic regression
- Mathematics - Combination (Binomial coefficient|n choose k)
- (Probability|Statistics) - Binomial Distribution
- Data Mining, Machine Learning - Book
- Data Mining - (Boosting|Gradient Boosting|Boosting trees)
- Data Mining - Decision boundary Visualization
- Machine Learning - (C4.5|J48) algorithm
- Statistics - (Case-control|retrospective) sampling
- Statistics - Causation - Causality (Cause and Effect) Relationship
- Statistics - Cumulative Distribution Function (CDF)
- Statistics - Centering Continous Predictors
- Statistics - Central limit theorem (CLT)
- Statistics - centroid (center of gravity)
- Statistics - Chance
- Data-Science - Cheatsheet
- Data Mining - (Class|Category|Label) Target
- Data Mining - (Classifier|Classification Function)
- Data Mining - Clustering (Function|Model)
- Coin Flipping
- (Prediction|Recommender System) - Collaborative filtering
- Data Mining - Competitions (Kaggle and others)
- confidence_interval
- Statistics - (Confidence|likelihood) (Prediction probabilities|Probability classification)
- Statistics - Confounding (factor|variable) - (Confound|Confounder)
- Machine Learning - Confusion Matrix
- Data Mining - Content Analysis and Acquisition
- Statistics - Continuous Variable
- Convex
- Statistics - Correlation (Coefficient analysis)
- What is the Cosine Similarity or Cosine Distance? (Measure of Angle)
- Statistics - Covariance
- Statistics - Mallow's Cp
- Statistics - Cross Product (of X and Y) (CP|SP)
- (Statistics|Data Mining) - (K-Fold) Cross-validation (rotation estimation)
- Statistics - (Periodicity|Periodic phenomena|Cycle)
- Data Mining - Data Mining - (Data|Knowledge) Discovery - Statistical Learning
- Data Mining - Data Point
- Data Mining - Data (Preparation | Wrangling | Munging)
- Data Mining - Data Product
- Data - Science
- Data Mining - Data Scientist
- Data Mining - Decision Tree (DT) Algorithm
- Machine Learning - Decision Stump
- Machine Learning - Deep Learning (Network)
- Statistics - (Degree|Level) of confidence
- Statistics - Degree of freedom (df)
- Statistics - (dependent|paired sample) t-test
- Math - Derivative (Sensitivity to Change, Differentiation)
- Statistics - Design Matrix (X)
- Statistics - Deviance
- Statistics - Deviation Score (for one observation)
- Rolling a die (many dice)
- Data Mining - (Dimension|Feature) (Reduction)
- Data Mining - Dimensionality (number of variable, parameter) (P)
- (Data|Text) Mining - Word-sense disambiguation (WSD)
- discretization
- Statistics - Quadratic discriminant analysis (QDA)
- Statistics Learning - Discriminant analysis
- Data Mining - (Discriminative|conditional) models
- What is a Distance?
- Statistics / Probability - Distribution - (Function)
- Statistics - Dummy (Coding|Variable) - One-hot-encoding (OHE)
- Statistics - Effect Size
- Statistics - Effects (between predictor variable)
- Data Mining - Elastic Net Model
- Data Mining - Ensemble Learning (meta set)
- Data Mining - Entropy (Information Gain)
- Statistics Learning - (Error|misclassification) Rate - false (positives|negatives)
- Statistics Learning - Prediction Error (Training versus Test)
- estimation
- Statistics - (Estimator|Point Estimate) - Predicted (Score|Target|Outcome| )
- What is Event Detection or Event mining?
- Statistics - Exponential Distribution
- Statistics - (F-Statistic|F-test|F-ratio)
- Statistics - F-distributions
- Face Recognition
- Statistics - Factor Analysis
- Statistics - (Factor Variable|Qualitative Predictor)
- Statistics - Factorial Anova
- Feature Engineering
- Data Mining - (Feature|Attribute) Extraction Function
- Data Mining - Feature Hashing
- Data Mining - (Attribute|Feature) (Selection|Importance)
- Data Mining - Fraud Detection
- Frequency Distribution
- Statistics - (Frequency|Rate)
- Data Mining - (Frequent itemsets|co-occurring items)
- Statistics - Frequentist
- Data Model - Fudge factor
- Fuzzy Logic (Partial Truth)
- Galton board
- Statistics - Generalized additive model (GAM)
- Statistics / Probability - Gaussian function ( )
- Statistics - Gaussian processes (modelling probability distributions over functions)
- Generalized Boosted Regression Models
- Data Mining - Generative Model
- getting_started
- Statistics - Generalized Linear Models (GLM) - Extensions of the Linear Model
- Data Mining - (Stochastic) Gradient descent (SGD)
- Data Mining - User Group
- Data Mining - Grouping (Classification)
- Statistics - Head
- Hierarchical Clustering
- Data Mining - Hierarchy
- Data Mining - High Dimension (Curse of Dimensionality)
- Data Science - History
- Statistics - Homoscedasticity
- Statistics - Hypothesis (Tests|Testing)
- Machine Learning - ID3 Algorithm
- Data Mining - Intrusion detection systems (IDS) / Intrusion Prevention / Misuse
- Machine Learning - Image classification
- Statistics - independent t-test
- Statistical - Inference
- Data Mining - Information Gain
- Information Retrieval
- Statistics - (Interaction|Synergy) effect
- Statistics - Intercept - Regression (coefficient|constant)
- Data Mining - Model Interpretation
- Statistics - (Interval|Delta) (Measurement)
- Data Mining - Java API for data mining (JDM)
- k-means
- Statistics - Kernel
- Machine Learning - K-Nearest Neighbors (KNN) algorithm - Instance based learning
- Statistics - Knots (Cut points)
- Statistics - Kurtosis (Distribution Tail extremity)
- Statistical Learning - Lasso
- Statistics - Standard Least Squares Fit (Gaussian linear model)
- Statistics - Leptokurtic distribution
- Statistics - (Level|Label)
- Statistics - (Lying|Lie)
- Data Mining - (Life cycle|Project|Data Pipeline)
- Data Mining - Lift Chart
- Statistics - Fisher (Multiple Linear Discriminant Analysis|multi-variant Gaussian)
- Statistical Learning - Simple Linear Discriminant Analysis (LDA)
- Machine Learning - Linear (Regression|Model)
- Statistics - (Linear spline|Piecewise linear function)
- Statistics - Little r - (Pearson product-moment Correlation coefficient)
- Statistics - LOcal (Weighted) regrESSion (LOESS|LOWESS)
- Data Mining - Global vs Local
- Statistics - log-likelihood function (cross-entropy)
- Machine Learning - Logistic regression (Classification Algorithm)
- Statistics - (Logit|Logistic) (Function|Transformation)
- Loss functions (Incorrect predictions penalty)
- Data Science - (Kalman Filtering|Linear quadratic estimation (LQE))
- Machine Learning
- Statistics - Main Effect
- Statistics - Probability mass function (PMF)
- Data Mining - Maximum Entropy Algorithm
- Statistics - Maximum likelihood
- Statistics - Measure
- Statistics - Measurement
- Data Mining - (Missing Value|Not Available) NA
- Data Mining - Model Size (d)
- Model vs Expert
- Statistics - Moderator Variable (Z) - Moderation
- Statistics - (Average|Mean) Squared (MS) prediction error (MSE)
- Data Mining - Multi-class (classification|problem)
- Statistics Learning - Multi-variant logistic regression
- Statistics - (Multiclass Logistic|multinomial) Regression
- Multidimensional scaling ( similarity of individual cases in a dataset)
- Statistics - Multiple Linear Regression
- Data Mining - Naive Bayes (NB)
- Machine Learning - (Probabilistic?) Neural Network (PNN)
- Statistics - (No Predictor|Mean|Null) Model
- Data Mining - Noise (Unwanted variation)
- Machine Learning - Multi-response linear regression (Linear Decision trees)
- Statistics - Non-linear (effect|function|model)
- Data Mining - Non-Negative Matrix Factorization (NMF) Algorithm
- Statistics - (Normal|Gaussian) Distribution - Bell Curve
- Data Mining - Orthogonal Partitioning Clustering (O-Cluster or OC) algorithm
- Probability - Odds (Ratio)
- Machine Learning - (One|Simple) Rule - (One Level Decision Tree)
- Data Mining - Outliers Cases
- Machine Learning - (Overfitting|Overtraining|Robust|Generalization) (Underfitting)
- Data Science - Over-generalization
- Statistics - (Paretian|Power law) distribution
- Statistics - Pareto ( Principle | Distribution )
- Pascal Triangle
- What is a Pattern ?
- Data Mining - Principal Component (Analysis|Regression) (PCA|PCR)
- Statistics - (Probability) Density Function (PDF)
- Mathematics - Permutation (Ordered Combination)
- Statistics - Piecewise polynomials
- Data Mining - Partial least squares (PLS)
- Data Mining - Predictive Model Markup Language (PMML)
- Statistics - Poisson Distribution
- Data Mining - (Global) Polynomial Regression (Degree)
- Statistics - Population Parameter
- Statistics - Post-hoc test
- Statistics - Power of a test
- prediction
- Data Mining - Predictive Model Markup Language (PMML)
- (Machine|Statistical) Learning - (Predictor|Feature|Regressor|Characteristic) - (Independent|Explanatory) Variable (X)
- Statistics - Probability (of an event) / Likelihood
- Data Mining - Probit Regression (probability on binary problem)
- Data Mining - Problem
- Statistics - Process control (SPC)
- Data Mining - Pruning (a decision tree, decision rules)
- pytorch
- r_squared
- random_forest
- Statistics - Random Variable (Random quantity|Aleatory variable|Stochastic variable)
- Statistics - Range
- Data Mining - Rare Event
- ratio
- Statistics - Raw score
- recommendations
- Statistics - (Regression Coefficient|Weight|Slope) (B)
- Statistics - Assumptions underlying correlation and regression analysis (Never trust summary statistics alone)
- Statistics - Regression
- (Machine learning|Inverse problems) - Regularization
- Machine Learning - Reinforcement learning
- Sampling - Sampling (With|without) replacement (WR|WOR)
- Statistics - Research
- residual
- Statistics - Resistant
- Data Mining - Result Considerations
- Statistics - Ridge regression
- Root Mean Square (RMS)
- rmse
- Statistics - ROC Plot and Area under the curve (AUC)
- Machine Learning - Rote Classifier
- rss
- Data Mining - (Decision) Rule
- sampling_distribution
- Statistics - Sampling Error
- Statistics - Sampling
- Statistics - (Scales of measurement|Type of variables)
- Statistics - Scale
- Data Mining - Scoring (Applying)
- Statistics - (Shrinkage|Regularization) of Regression Coefficients
- Data Mining - Signal (Wanted Variation)
- Statistics - Significance level
- Statistics - (Significance | Significant) Effect
- What is Similarity?
- Machine Learning - (Univariate|Simple) Logistic regression
- simple_regression
- Statistics - Simple Effect
- Statistics - Skew (-ed Distribution|Variable)
- Machine Learning - Software
- Statistics - ( Spread | Variability ) of a sample
- Data Mining - Stacking
- Statistics - Standard Deviation (SD|s| |RMS width)
- Statistics - Standard Error (SE)
- What is Normalize or Standardize?
- (Statistics|Probability|Machine Learning|Data Mining|Data and Knowledge Discovery|Pattern Recognition|Data Science|Data Analysis)
- Statistics - Statistic
- Statistics - Forward and Backward Stepwise (Selection|Regression)
- Machine Learning - (Supervised|Directed) Learning ( Training ) (Problem)
- Data Mining - Support Vector Machines (SVM) algorithm
- Statistics - Singular Value Decomposition (SVD)
- Statistics - t-distributions
- Statistics - (Student's) t-test (Mean Comparison)
- Statistics - Tail
- (Machine|Statistical) Learning - (Target|Learned|Outcome|Dependent|Response) (Attribute|Variable) (Y|DV)
- test_error
- Data Mining - Test Set
- Test
- Statistics - (Threshold|Cut-off) of binary classification
- Titanic Data Set
- Data Mining - Training Error
- Data Mining - Training (Data|Set)
- Data Mining - Nested (Transactional|Historical) Data
- Statistics - Transform
- Statistics - Treatments (Combination of factor level)
- Statistics - True score (Classical test theory)
- Data Mining - (True Function|Truth)
- Statistics - (Total) Sum of the square (TSS|SS)
- Statistics - Tuning Parameter
- two_class
- Statistical Learning - Two-fold validation
- Data - Uncertainty
- Statistics - Uniform Distribution (platykurtic)
- Machine Learning - Unsupervised Learning ( Mining )
- Statistics - Resampling through Random Percentage Split
- Statistics - Validity (Valid Measures)
- Statistics - (Variance|Dispersion|Mean Square) (MS)
- Data Mining - Variation (Change?)
- viz
- Statistics vs (Machine Learning|Data Mining)
- Statistics - Random Walk
- weather
- Statistics - Z Scale
- Statistics - Z Score (Zero Mean) or Standard Score
data_storage
db
dit
dokuwiki
ebs
electronic
epm
exadata
exalytics
file
geometry
glassfish
gradle
iam
ide
infra
io
jenkins
jmeter
jpa
lang
legal
linear_algebra
linkedin
management
mapr
mapviewer
marketing
markup
mathematics
maven
ml
monitoring
natural_language
netbeans
network
obia
observable
odbc
oracle_spatial
oracle_sql_developer_data_modeler
os
pdf
playground
plotly
powerdesigner
presentation
problem
process
project_management
protocol
resume
salesforce
sap
signup
soft_skills
spatial
sport
sql_loader
ssh
statistics
system
test
tomcat
tool
trigonometry
ui
vagrant
video
virtualbox
viz
vlc
vm
web
web_server
weblog
weblogic
windows
winscp
Anne Frank
Arduino
European Article Number Check PlSql
Business Intelligence Application
BI Technologie Map
Calibre
Camera
Business Intelligence - Competitive Intelligence
Conference
Dataiku
Ditto
DLNA
Dot File
Elearning - MOOC
Engineering
Equation
Exchange Web Service (Outlook)
Family Link
Foot
Gamification / Human Computation (Captcha, )
Gdb
guitare
WebSite Heatmap Index
Home Automation
Icalendar (Ical)
Inertia
Intelligence Artificial (IA) - Laws of Robotics
Internet of Things (IoT) / machine-to-machine (M2M) - Sensor
Internet Relay Chat Protocol ( IRC )
Keepass - Installation Configuration
Kid
Kindle Format
Lego
Magnet (Blackboard)
Data Operation - (Approximate|exact) Match
Mind Map
My Laptop / My Ipad
Nerd
Newsfeed
Icon - Nicon
Windows NT LAN Manager (NTLM)
Open Document Format (ODF)
Openshot
Microsoft - Outlook Configuration
Patent
Raspberry Pi
Robot
RTFM - read the fuck manual
Screencast Software (Screenrecorder)
Sharepoint
Business Method - Six Sigma
Sonos
Sound / Audio
Datacadamia - data all the way
Company - Strategy
Tom Kyte
Trading (Trading Financial Model)
V380 Video Camera
VPS - Virtual Private Server