DEVELOPMENT... OpenML
Run
104587

Run 104587

Task 3693 (Supervised Classification) fri_c4_100_100 Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.8324
Per class
Build CPU time
0.0071
Build memory
315838852.8
F measure
0.7796
Per class
Kappa
0.5626
KB relative information score
42.847
Mean absolute error
0.2972
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7894
Per class
Predictive accuracy
0.78
Prior entropy
0.9975
Recall
0.78
Per class
Relative absolute error
0.5966
Root mean prior squared error
0.4991
Root mean squared error
0.3964
Root relative squared error
0.7943
SciMark benchmark
942.4411