Run
8888

Run 8888

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)_M20

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
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.7383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1425
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
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.9064[567.60186484084651014.1867954103211478.28146046101085911.80521739130441732.6564105837974]