DEVELOPMENT... OpenML
Run
108827

Run 108827

Task 3859 (Supervised Classification) prnn_fglass Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I160
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.8216
Per class
Build CPU time
0.0861
Build memory
288503923.4019
F measure
0.7931
Per class
Kappa
0.5457
KB relative information score
97.9917
Mean absolute error
0.2469
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
0.7924
Per class
Predictive accuracy
0.7944
Prior entropy
0.9397
Recall
0.7944
Per class
Relative absolute error
0.5386
Root mean prior squared error
0.4786
Root mean squared error
0.4104
Root relative squared error
0.8575
SciMark benchmark
936.1433