DEVELOPMENT... OpenML
Run
168845

Run 168845

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8732
Per class
F measure
0.9883
Per class
Kappa
0.8072
KB relative information score
406.0559
Mean absolute error
0.0112
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9894
Per class
Predictive accuracy
0.9893
Prior entropy
0.222
Recall
0.9893
Per class
Relative absolute error
0.1663
Root mean prior squared error
0.1812
Root mean squared error
0.1033
Root relative squared error
0.5701
SciMark benchmark
927.0753
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30