DEVELOPMENT... OpenML
Run
168008

Run 168008

Task 41 (Supervised Classification) soybean Uploaded 19-02-2015 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)_I20
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
0.9829
Per class
F measure
0.9311
Per class
Kappa
0.9246
KB relative information score
637.5838
Mean absolute error
0.0074
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
0.9328
Per class
Predictive accuracy
0.9312
Prior entropy
3.8572
Recall
0.9312
Per class
Relative absolute error
0.0773
Root mean prior squared error
0.2191
Root mean squared error
0.0821
Root relative squared error
0.3748
SciMark benchmark
942.6953
UserCPU time millis
1190
UserCPU time millis testing
410
UserCPU time millis training
780