DEVELOPMENT... OpenML
Run
187108

Run 187108

Task 2952 (Supervised Classification) BNG(breast-w) Uploaded 25-02-2015 by Felicia West
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Flow

weka.NBTree(3)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.

22 Evaluation measures

Area under ROC curve
0.9983
Per class
F measure
0.9849
Per class
Kappa
0.9665
KB relative information score
375323.8784
Mean absolute error
0.022
Mean prior absolute error
0.4514
Number of instances
393660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9849
Per class
Predictive accuracy
0.9849
Prior entropy
0.9287
Recall
0.9849
Per class
Relative absolute error
0.0487
Root mean prior squared error
0.4751
Root mean squared error
0.109
Root relative squared error
0.2294
SciMark benchmark
1066.7184
UserCPU time millis
16310
UserCPU time millis testing
220
UserCPU time millis training
16090