Run
88881

Run 88881

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Thomas Tiel Groenestege
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I10
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.7078
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.0031
Cross-validation details (10-fold Crossvalidation)
F measure
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-159.8113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2462
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, x86_64, Mac OS X, 10.10.1]
Precision
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9552
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.2804
Total cost
5993450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3157230
Cross-validation details (10-fold Crossvalidation)