DEVELOPMENT... OpenML
Run
187421

Run 187421

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.7614
Per class
F measure
0.7303
Per class
Kappa
0.4534
KB relative information score
38.9054
Mean absolute error
0.3086
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7307
Per class
Predictive accuracy
0.73
Prior entropy
0.99
Recall
0.73
Per class
Relative absolute error
0.626
Root mean prior squared error
0.4964
Root mean squared error
0.46
Root relative squared error
0.9266
SciMark benchmark
940.6207
UserCPU time millis
40
UserCPU time millis training
40