Run
270176

Run 270176

Task 4338 (Supervised Classification) analcatdata_apnea1 Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.9211
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9428
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7343
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2719.8462
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0817
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4750
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
0.9428
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9453
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9453
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3631
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2132
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6372
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1308.3432
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)