DEVELOPMENT... OpenML
Run
168872

Run 168872

Task 3840 (Supervised Classification) letter 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
0.9494
Per class
F measure
0.9728
Per class
Kappa
0.6421
KB relative information score
9931.5795
Mean absolute error
0.0265
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9723
Per class
Predictive accuracy
0.9735
Prior entropy
0.2455
Recall
0.9735
Per class
Relative absolute error
0.3395
Root mean prior squared error
0.1975
Root mean squared error
0.1615
Root relative squared error
0.8177
SciMark benchmark
931.2336
UserCPU time millis
4130
UserCPU time millis testing
1270
UserCPU time millis training
2860