Run
8503

Run 8503

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)_I1
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
0.5397
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10.2493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3645
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
0.6387
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.1553[563.38522762117461010.9942233373424479.1351424176555903.94487217598321758.3171307218695]