DEVELOPMENT... OpenML
Run
187235

Run 187235

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.8714
Per class
F measure
0.8371
Per class
Kappa
0.6672
KB relative information score
294.1959
Mean absolute error
0.21
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8381
Per class
Predictive accuracy
0.838
Prior entropy
0.9875
Recall
0.838
Per class
Relative absolute error
0.4275
Root mean prior squared error
0.4956
Root mean squared error
0.3644
Root relative squared error
0.7352
SciMark benchmark
1372.2145
UserCPU time millis
530
UserCPU time millis testing
30
UserCPU time millis training
500