DEVELOPMENT... OpenML
Run
168815

Run 168815

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9308
Per class
Kappa
0.846
KB relative information score
111.0408
Mean absolute error
0.0688
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9329
Per class
Predictive accuracy
0.9318
Prior entropy
0.9347
Recall
0.9318
Per class
Relative absolute error
0.1514
Root mean prior squared error
0.4765
Root mean squared error
0.2554
Root relative squared error
0.5359
SciMark benchmark
927.0753
UserCPU time millis
10
UserCPU time millis testing
10