DEVELOPMENT... OpenML
Run
104376

Run 104376

Task 11 (Supervised Classification) balance-scale 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
0.868
Per class
Build CPU time
0.0108
Build memory
202662090.0864
F measure
0.6845
Per class
Kappa
0.4688
KB relative information score
248.8813
Mean absolute error
0.2325
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6584
Per class
Predictive accuracy
0.7136
Prior entropy
1.3212
Recall
0.7136
Per class
Relative absolute error
0.6123
Root mean prior squared error
0.4356
Root mean squared error
0.3193
Root relative squared error
0.7331
SciMark benchmark
945.8601