Run
155850

Run 155850

Task 7294 (Supervised Classification) Click_prediction_small Uploaded 11-02-2015 by Joaquin Vanschoren
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Flow

weka.ThresholdSelector_Logistic(1)Weka implementation of ThresholdSelector
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8
weka.ThresholdSelector_Logistic(1)_C5
weka.ThresholdSelector_Logistic(1)_X3
weka.ThresholdSelector_Logistic(1)_R0
weka.ThresholdSelector_Logistic(1)_E1
weka.ThresholdSelector_Logistic(1)_MFMEASURE
weka.ThresholdSelector_Logistic(1)_S1
weka.ThresholdSelector_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.6328
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
9.82
Cross-validation details (10-fold Crossvalidation)
F measure
0.6446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1822369.6738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
1997410
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6501
Cross-validation details (10-fold Crossvalidation)
Recall
0.5928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1743
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.2817
Total cost
19614530
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
194390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
191530
Cross-validation details (10-fold Crossvalidation)