Run
89103

Run 89103

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 07-12-2014 by Perry van Wesel
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S413248092
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots4
weka.RandomTree(2)_K5
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_N50
weka.RandomTree(2)_S341984123
weka.RandomTree(2)_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
0.6964
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4282
Cross-validation details (10-fold Crossvalidation)
F measure
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4727.7703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2446
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_20, amd64, Windows 7, 6.1]
Precision
0.8022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8752
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.6333
Total cost
6163270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11684.4749
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
11668.8748
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.6001
Cross-validation details (10-fold Crossvalidation)