DEVELOPMENT... OpenML
Run
187671

Run 187671

Task 3889 (Supervised Classification) sylva_agnostic 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
0.9987
Per class
F measure
0.9933
Per class
Kappa
0.9426
KB relative information score
13003.7676
Mean absolute error
0.0075
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9935
Per class
Predictive accuracy
0.9932
Prior entropy
0.3338
Recall
0.9932
Per class
Relative absolute error
0.0646
Root mean prior squared error
0.2403
Root mean squared error
0.0762
Root relative squared error
0.3172
SciMark benchmark
918.6491
UserCPU time millis
9820
UserCPU time millis testing
6580
UserCPU time millis training
3240