Run
1811151

Run 1811151

Task 3992 (Supervised Classification) AP_Breast_Kidney Uploaded 08-08-2016 by Jan van Rijn
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Flow

weka.NBTree(6)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
555.0939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4904
Cross-validation details (10-fold Crossvalidation)
Number of instances
604
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9861
Cross-validation details (10-fold Crossvalidation)
Recall
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3932
Cross-validation details (10-fold Crossvalidation)