DEVELOPMENT... OpenML
Run
21034

Run 21034

Task 15 (Supervised Classification) breast-w Uploaded 18-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I20
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9708
Per class
F measure
0.9657
Per class
Kappa
0.9243
KB relative information score
644.5308
Mean absolute error
0.0335
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9659
Per class
Predictive accuracy
0.9657
Prior entropy
0.9297
Recall
0.9657
Per class
Relative absolute error
0.0741
Root mean prior squared error
0.4753
Root mean squared error
0.1807
Root relative squared error
0.3802
SciMark benchmark
943.7947[554.60752005669281014.7208839634673474.47716242600075911.17140496421141763.996579689319]