DEVELOPMENT... OpenML
Run
109901

Run 109901

Task 3903 (Supervised Classification) pc3 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)_I40
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
0.6218
Per class
Build CPU time
34.9683
Build memory
279218297.7044
F measure
0.8651
Per class
Kappa
0.2496
KB relative information score
77.8588
Mean absolute error
0.1316
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8623
Per class
Predictive accuracy
0.8682
Prior entropy
0.478
Recall
0.8682
Per class
Relative absolute error
0.7144
Root mean prior squared error
0.3031
Root mean squared error
0.3613
Root relative squared error
1.1917
SciMark benchmark
919.5971