DEVELOPMENT... OpenML
Run
186943

Run 186943

Task 1918 (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
0.9466
Per class
F measure
0.8119
Per class
Kappa
0.7481
KB relative information score
2241.4757
Mean absolute error
0.0686
Mean prior absolute error
0.1828
Number of instances
3360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8064
Per class
Predictive accuracy
0.8185
Prior entropy
2.2353
Recall
0.8185
Per class
Relative absolute error
0.3751
Root mean prior squared error
0.3016
Root mean squared error
0.1864
Root relative squared error
0.6181
SciMark benchmark
1361.1055
UserCPU time millis
100
UserCPU time millis testing
20
UserCPU time millis training
80