DEVELOPMENT... OpenML
Run
109741

Run 109741

Task 1806 (Supervised Classification) haberman Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(2)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(2)_I80
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

21 Evaluation measures

Area under ROC curve
0.5368
Per class
Build CPU time
0.2452
Build memory
209572285.6
F measure
0.6416
Per class
Kappa
0.0642
KB relative information score
19.9179
Mean absolute error
0.3491
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6358
Per class
Predictive accuracy
0.6484
Prior entropy
0.836
Recall
0.6484
Per class
Relative absolute error
0.8951
Root mean prior squared error
0.4412
Root mean squared error
0.588
Root relative squared error
1.3327
SciMark benchmark
937.279