Run
541637

Run 541637

Task 3826 (Supervised Classification) heart-h Uploaded 23-03-2016 by Martijn Post
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Flow

weka.REPTree(15)Weka implementation of REPTree
weka.REPTree(15)_M2
weka.REPTree(15)_V0.001
weka.REPTree(15)_N3
weka.REPTree(15)_S1
weka.REPTree(15)_L-1
weka.REPTree(15)_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
126.5002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2712
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4614
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_66, amd64, Windows 7, 6.1]
Precision
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8194
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932