Run
6300

Run 6300

Task 48 (Supervised Classification) heart-c Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.ClassificationViaRegression_M5P(1)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.ClassificationViaRegression_M5P(1)_Wweka.classifiers.trees.M5P
weka.M5P(1)_M4.0

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
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1041
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
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.3486[559.41007791153281015.5230404536866482.5806157404377908.64471704177161760.5845701777503]
Total cost