Run
1666108

Run 1666108

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 20-07-2016 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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1208.6973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7128
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6581
Cross-validation details (10-fold Crossvalidation)