DEVELOPMENT... OpenML
Run
128570

Run 128570

Task 3868 (Supervised Classification) glass 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)_I10
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
0.8267
Per class
Build CPU time
0.0076
Build memory
310251252.1122
F measure
0.7994
Per class
Kappa
0.5558
KB relative information score
106.8286
Mean absolute error
0.2277
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8007
Per class
Predictive accuracy
0.8037
Prior entropy
0.9397
Recall
0.8037
Per class
Relative absolute error
0.4967
Root mean prior squared error
0.4786
Root mean squared error
0.4053
Root relative squared error
0.847
SciMark benchmark
909.5718