Run
261227

Run 261227

Task 4550 (Supervised Classification) heart-c Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.8346
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7669
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5292
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1200.5324
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.313
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3030
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7695
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7686
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7686
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6309
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4039
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.811
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1340.4336
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)