Run
536699

Run 536699

Task 50 (Supervised Classification) heart-h Uploaded 14-03-2016 by Farzan Majdani
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.8034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.6151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1293
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, x86, Windows 7, 6.1]
Precision
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8115
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
666.2891
UserCPU time millis
62.4004
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
UserCPU time millis training
46.8003
Cross-validation details (10-fold Crossvalidation)