DEVELOPMENT... OpenML
Run
186997

Run 186997

Task 2275 (Supervised Classification) meta_instanceincremental.arff 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
0.9034
Per class
F measure
0.8538
Per class
Kappa
0.674
KB relative information score
38.4009
Mean absolute error
0.1114
Mean prior absolute error
0.2277
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8578
Per class
Predictive accuracy
0.8514
Prior entropy
1.3146
Recall
0.8514
Per class
Relative absolute error
0.4891
Root mean prior squared error
0.3317
Root mean squared error
0.255
Root relative squared error
0.7686
SciMark benchmark
1369.9744
UserCPU time millis
1410
UserCPU time millis training
1410