DEVELOPMENT... OpenML
Run
187678

Run 187678

Task 4289 (Supervised Classification) fri_c4_1000_100 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
0.9441
Per class
F measure
0.8613
Per class
Kappa
0.7176
KB relative information score
6346.9617
Mean absolute error
0.1894
Mean prior absolute error
0.4918
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8614
Per class
Predictive accuracy
0.8616
Prior entropy
0.9882
Recall
0.8616
Per class
Relative absolute error
0.3851
Root mean prior squared error
0.4959
Root mean squared error
0.3075
Root relative squared error
0.62
SciMark benchmark
1250.8301
UserCPU time millis
110
UserCPU time millis testing
70
UserCPU time millis training
40