DEVELOPMENT... OpenML
Run
167774

Run 167774

Task 3804 (Supervised Classification) lowbwt 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
0.8556
Per class
F measure
0.8026
Per class
Kappa
0.605
KB relative information score
107.8861
Mean absolute error
0.2195
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8089
Per class
Predictive accuracy
0.8042
Prior entropy
0.9984
Recall
0.8042
Per class
Relative absolute error
0.4399
Root mean prior squared error
0.4994
Root mean squared error
0.383
Root relative squared error
0.7669
SciMark benchmark
876.8277
UserCPU time millis
10
UserCPU time millis training
10