DEVELOPMENT... OpenML
Run
95123

Run 95123

Task 2067 (Supervised Classification) solar-flare Uploaded 08-12-2014 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)_I10
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
0.5486
Per class
Build CPU time
0.0056
Build memory
111031656.6192
F measure
0.9684
Per class
Kappa
0.1687
KB relative information score
-302.0377
Mean absolute error
0.0372
Mean prior absolute error
0.0452
Number of instances
323
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9653
Per class
Predictive accuracy
0.9721
Prior entropy
0.1666
Recall
0.9721
Per class
Relative absolute error
0.8229
Root mean prior squared error
0.1456
Root mean squared error
0.1533
Root relative squared error
1.0523
SciMark benchmark
930.1524