DEVELOPMENT... OpenML
Run
110780

Run 110780

Task 3895 (Supervised Classification) gina_prior 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)_I160
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
0.9605
Per class
Build CPU time
47.9044
Build memory
551228131.9493
F measure
0.9608
Per class
Kappa
0.9215
KB relative information score
3194.4135
Mean absolute error
0.0395
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9611
Per class
Predictive accuracy
0.9608
Prior entropy
0.9998
Recall
0.9608
Per class
Relative absolute error
0.079
Root mean prior squared error
0.4999
Root mean squared error
0.198
Root relative squared error
0.396
SciMark benchmark
943.4024