Run
44987

Run 44987

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 30-10-2014 by Joaquin Vanschoren
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Flow

weka.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
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.

21 Evaluation measures

Area under ROC curve
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.8363
Cross-validation details (10-fold Crossvalidation)
Build memory
493151393.193
Cross-validation details (10-fold Crossvalidation)
F measure
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2637.2575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10]
Precision
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5547
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.9974