Run
220979

Run 220979

Task 1812 (Supervised Classification) heart-c Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionStump(4)Weka implementation of DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7305
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.738
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4712
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
432.2935
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1472
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7381
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7386
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7386
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7343
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2803
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8898
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
906.4475