DEVELOPMENT... OpenML
Run
166537

Run 166537

Task 41 (Supervised Classification) soybean Uploaded 18-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I80
weka.MultiBoostAB_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.9907
Per class
F measure
0.9151
Per class
Kappa
0.9068
KB relative information score
629.9043
Mean absolute error
0.0092
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
0.9167
Per class
Predictive accuracy
0.9151
Prior entropy
3.8572
Recall
0.9151
Per class
Relative absolute error
0.0959
Root mean prior squared error
0.2191
Root mean squared error
0.0857
Root relative squared error
0.3909
SciMark benchmark
939.7623
UserCPU time millis
690
UserCPU time millis testing
220
UserCPU time millis training
470