DEVELOPMENT... OpenML
Run
136582

Run 136582

Task 2067 (Supervised Classification) solar-flare Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I160
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.5515
Per class
Build CPU time
0.0451
Build memory
927225507.7647
F measure
0.9614
Per class
Kappa
-0.016
KB relative information score
-82.9932
Mean absolute error
0.0345
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
0.9569
Per class
Predictive accuracy
0.9659
Prior entropy
0.1666
Recall
0.9659
Per class
Relative absolute error
0.7639
Root mean prior squared error
0.1456
Root mean squared error
0.1846
Root relative squared error
1.2678
SciMark benchmark
926.507