DEVELOPMENT... OpenML
Run
186815

Run 186815

Task 58 (Supervised Classification) waveform-5000 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
0.9316
Per class
F measure
0.791
Per class
Kappa
0.6872
KB relative information score
3418.1587
Mean absolute error
0.1611
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7916
Per class
Predictive accuracy
0.7914
Prior entropy
1.5849
Recall
0.7914
Per class
Relative absolute error
0.3624
Root mean prior squared error
0.4714
Root mean squared error
0.322
Root relative squared error
0.6831
SciMark benchmark
1346.9602
UserCPU time millis
17060
UserCPU time millis testing
240
UserCPU time millis training
16820