DEVELOPMENT... OpenML
Run
186885

Run 186885

Task 1802 (Supervised Classification) ecoli 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
0.9435
Per class
F measure
0.8086
Per class
Kappa
0.7429
KB relative information score
1082.8747
Mean absolute error
0.0753
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8038
Per class
Predictive accuracy
0.8143
Prior entropy
2.2353
Recall
0.8143
Per class
Relative absolute error
0.4118
Root mean prior squared error
0.3016
Root mean squared error
0.1889
Root relative squared error
0.6264
SciMark benchmark
1309.3173
UserCPU time millis
100
UserCPU time millis testing
20
UserCPU time millis training
80