DEVELOPMENT... OpenML
Run
187574

Run 187574

Task 3795 (Supervised Classification) fri_c4_100_50 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.7784
Per class
F measure
0.7451
Per class
Kappa
0.4813
KB relative information score
40.4769
Mean absolute error
0.3014
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.753
Per class
Predictive accuracy
0.75
Prior entropy
0.99
Recall
0.75
Per class
Relative absolute error
0.6114
Root mean prior squared error
0.4964
Root mean squared error
0.4448
Root relative squared error
0.896
SciMark benchmark
1304.9611