DEVELOPMENT... OpenML
Run
187234

Run 187234

Task 3607 (Supervised Classification) rmftsa_sleepdata 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
0.7578
Per class
F measure
0.7153
Per class
Kappa
0.4349
KB relative information score
282.5039
Mean absolute error
0.3768
Mean prior absolute error
0.5
Number of instances
1024
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7249
Per class
Predictive accuracy
0.7178
Prior entropy
1
Recall
0.7178
Per class
Relative absolute error
0.7536
Root mean prior squared error
0.5
Root mean squared error
0.4418
Root relative squared error
0.8837
SciMark benchmark
1372.2145
UserCPU time millis
20
UserCPU time millis training
20