DEVELOPMENT... OpenML
Run
165786

Run 165786

Task 203 (Supervised Classification) BNG(soybean) Uploaded 17-02-2015 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)_I160
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
0.9726
Per class
F measure
0.9025
Per class
Kappa
0.8929
KB relative information score
691539.2544
Mean absolute error
0.0549
Mean prior absolute error
0.0961
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9101
Per class
Predictive accuracy
0.902
Prior entropy
3.847
Recall
0.902
Per class
Relative absolute error
0.5709
Root mean prior squared error
0.2192
Root mean squared error
0.1311
Root relative squared error
0.5979
SciMark benchmark
926.6717
UserCPU time millis
721740
UserCPU time millis testing
225490
UserCPU time millis training
496250