Run
10863

Run 10863

Task 22 (Supervised Classification) mfeat-zernike Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I3
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1357.628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0786
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.6637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7423
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
905.8064[567.23276363937031015.7907504114269454.59010550481406911.17132945493631580.246872590131]