Run
264619

Run 264619

Task 4338 (Supervised Classification) analcatdata_apnea1 Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.IB1(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.8072
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9216
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6422
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2660.0361
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0766
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
0.9204
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9234
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9234
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3406
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
0.2768
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8274
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1319.4881
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)