Run
501453

Run 501453

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 13-12-2015 by Casey Davis
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.644
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.5764
Cross-validation details (10-fold Crossvalidation)
F measure
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-37330.2135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8334
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.1389
Total cost
6621960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
530
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
23430
Cross-validation details (10-fold Crossvalidation)