Run
8744

Run 8744

Task 13 (Supervised Classification) breast-cancer 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
0.6012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1311
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.5253
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
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
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.6678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0991
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.4754[561.7522155508621015.7907504114269482.36378704342826912.7575910626911769.7127006129608]