Run
89018

Run 89018

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 05-12-2014 by Tom Becht
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I1
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.6314
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.0167
Cross-validation details (10-fold Crossvalidation)
F measure
0.7774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12625.0167
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, 1.7.0_71, amd64, Linux, 3.17.0-1-MANJARO]
Precision
0.7644
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.095
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1810.1735
Total cost
5599430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8880
Cross-validation details (10-fold Crossvalidation)