DEVELOPMENT... OpenML
Run
21855

Run 21855

Task 15 (Supervised Classification) breast-w Uploaded 20-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(1)_I20
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9705
Per class
F measure
0.96
Per class
Kappa
0.9115
KB relative information score
636.1561
Mean absolute error
0.0386
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
0.96
Per class
Predictive accuracy
0.9599
Prior entropy
0.9297
Recall
0.9599
Per class
Relative absolute error
0.0853
Root mean prior squared error
0.4753
Root mean squared error
0.1937
Root relative squared error
0.4076
SciMark benchmark
930.5579[557.9784220759545960.1171087695311472.1819953046527909.27509318503251753.2370197795062]