OpenML
182775

Run 182775

Task 50 (Supervised Classification) heart-h Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.REPTree(9)Weka implementation of REPTree
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0

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
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5613
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.0979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1085
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, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8193
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1335.4072
UserCPU time millis training