DEVELOPMENT... OpenML
Run
104463

Run 104463

Task 242 (Supervised Classification) mfeat-factors 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
0.9901
Per class
Build CPU time
1.263
Build memory
865723616
F measure
0.9774
Per class
Kappa
0.9747
KB relative information score
644.6432
Mean absolute error
0.0046
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9782
Per class
Predictive accuracy
0.9773
Prior entropy
3.3219
Recall
0.9773
Per class
Relative absolute error
0.0255
Root mean prior squared error
0.3
Root mean squared error
0.0663
Root relative squared error
0.2209
SciMark benchmark
933.1799