DEVELOPMENT... OpenML
Run
22679

Run 22679

Task 42 (Supervised Classification) haberman Uploaded 22-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(1)_I40
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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.

17 Evaluation measures

Area under ROC curve
0.5686
Per class
F measure
0.6691
Per class
Kappa
0.1401
KB relative information score
25.7345
Mean absolute error
0.3236
Mean prior absolute error
0.39
Number of instances
306
Per class
Precision
0.6654
Per class
Predictive accuracy
0.6732
Prior entropy
0.836
Recall
0.6732
Per class
Relative absolute error
0.8297
Root mean prior squared error
0.4412
Root mean squared error
0.5631
Root relative squared error
1.2763