Run
9040

Run 9040

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomTree(1)Weka implementation of RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.7409
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.8138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0155
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.8788[560.4886395932788865.6581073265332483.8854846559526910.22218605324211769.1394630054465]