Run
14068

Run 14068

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)_I11
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
0.6425
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4.0567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3439
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
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1123
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.0858[557.0873895316777898.3473310650888482.7975877024999908.95975824819551753.2370197795062]