DEVELOPMENT... OpenML
Run
167862

Run 167862

Task 3885 (Supervised Classification) mfeat-pixel 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)_I40
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
0.9666
Per class
F measure
0.9898
Per class
Kappa
0.9424
KB relative information score
1841.1068
Mean absolute error
0.0109
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.99
Per class
Predictive accuracy
0.99
Prior entropy
0.4703
Recall
0.99
Per class
Relative absolute error
0.0602
Root mean prior squared error
0.3
Root mean squared error
0.101
Root relative squared error
0.3367
SciMark benchmark
876.8277
UserCPU time millis
5460
UserCPU time millis testing
1710
UserCPU time millis training
3750