Run
1665200

Run 1665200

Task 3962 (Supervised Classification) OVA_Breast Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.IB1(2)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.

17 Evaluation measures

Area under ROC curve
0.9011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9302
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1186.9779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0699
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6355
Cross-validation details (10-fold Crossvalidation)