DEVELOPMENT... OpenML
Run
104396

Run 104396

Task 41 (Supervised Classification) soybean 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
0.9964
Per class
Build CPU time
0.0069
Build memory
1047186783.2269
F measure
0.936
Per class
Kappa
0.931
KB relative information score
642.6537
Mean absolute error
0.0079
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9424
Per class
Predictive accuracy
0.937
Prior entropy
3.8572
Recall
0.937
Per class
Relative absolute error
0.082
Root mean prior squared error
0.2191
Root mean squared error
0.0731
Root relative squared error
0.3337
SciMark benchmark
942.4411