Run
223383

Run 223383

Task 4335 (Supervised Classification) analcatdata_apnea3 Uploaded 01-03-2015 by Jan van Rijn
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Flow

weka.HyperPipes(1)Weka implementation of HyperPipes

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
0.6962
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8206
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-11439.7121
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.457
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2158
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4500
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
0.7705
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8778
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8778
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
2.1174
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4615
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.4091
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.4189