Run
7356

Run 7356

Task 42 (Supervised Classification) haberman 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
0.5796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3504
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.7598[562.2955000233699983.3911977944585483.23216931738307908.32989414330441751.5501218345944]