Run
8091

Run 8091

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

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.01
weka.J48(1)_M10

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
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.7726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1332
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
0.7562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.7525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8607
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
915.9564[557.443486323891866.8263450351592483.8854846559526909.90634458777781761.7204843045454]