Run
13828

Run 13828

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)_I101
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
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.4127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3431
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
0.6481
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
0.8798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4777
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.0158[561.752215550862901.710410533442484.10363182779514911.80521739130441765.707548606275]