Run
9893

Run 9893

Task 15 (Supervised Classification) breast-w 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
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
609.7202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0554
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
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
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.7976[571.6947139934086854.9046371012564483.0147548568529915.94689394904971763.4270385873465]