DEVELOPMENT... OpenML
Run
168543

Run 168543

Task 203 (Supervised Classification) BNG(soybean) Uploaded 20-02-2015 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)_I10
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
0.9734
Per class
F measure
0.9026
Per class
Kappa
0.893
KB relative information score
907608.2736
Mean absolute error
0.0103
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
0.9102
Per class
Predictive accuracy
0.9022
Prior entropy
3.847
Recall
0.9022
Per class
Relative absolute error
0.1076
Root mean prior squared error
0.2192
Root mean squared error
0.1012
Root relative squared error
0.4617
SciMark benchmark
923.7642
UserCPU time millis
768580
UserCPU time millis testing
280700
UserCPU time millis training
487880