Run
66022

Run 66022

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Roy van den Hurk
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Flow

weka.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_N5
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RandomTree(2)_depth50

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
0.5785
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.5424
Cross-validation details (10-fold Crossvalidation)
Build CPU time
7.4895
Cross-validation details (10-fold Crossvalidation)
Build memory
929297824.6345
Cross-validation details (10-fold Crossvalidation)
F measure
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-39324.9394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2489
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_25, amd64, Windows 8.1, 6.3]
Precision
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1333
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1448.9613
Total cost
5809410
Cross-validation details (10-fold Crossvalidation)