Run
505632

Run 505632

Task 9948 (Supervised Classification) heart-switzerland Uploaded 14-01-2016 by Casey Davis
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weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.9229322
weka.J48(33)_M3
weka.J48(33)_Btrue
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
0.5573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.6243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.3337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2062
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1228.1963
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)