DEVELOPMENT... OpenML
Run
129191

Run 129191

Task 3890 (Supervised Classification) ada_prior Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I20
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.6214
Per class
Build CPU time
0.3158
Build memory
1202986226.0149
F measure
0.6835
Per class
Kappa
0.1195
KB relative information score
250.8626
Mean absolute error
0.3172
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.673
Per class
Predictive accuracy
0.6993
Prior entropy
0.8085
Recall
0.6993
Per class
Relative absolute error
0.8499
Root mean prior squared error
0.4319
Root mean squared error
0.4851
Root relative squared error
1.1232
SciMark benchmark
937.9119