Run
505864

Run 505864

Task 9961 (Supervised Classification) sa-heart Uploaded 15-01-2016 by Casey Davis
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_Utrue
weka.J48(33)_Otrue
weka.J48(33)_M24
weka.J48(33)_Btrue
weka.J48(33)_Atrue
weka.J48(33)_Jtrue

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
0.7023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7038
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.0528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3698
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1205.7744
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)