Run
103945

Run 103945

Task 2272 (Supervised Classification) meta_all.arff Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0355
Cross-validation details (10-fold Crossvalidation)
Build memory
941762727.2113
Cross-validation details (10-fold Crossvalidation)
F measure
0.6442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.6989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1639
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2065
Cross-validation details (10-fold Crossvalidation)
Number of instances
71
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9094
Cross-validation details (10-fold Crossvalidation)
Recall
0.6901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7936
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
844.3635