DEVELOPMENT... OpenML
Run
108772

Run 108772

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.877
Per class
Build CPU time
0.6246
Build memory
17709699.2
F measure
0.8071
Per class
Kappa
0.611
KB relative information score
142.9498
Mean absolute error
0.2159
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8088
Per class
Predictive accuracy
0.808
Prior entropy
0.9955
Recall
0.808
Per class
Relative absolute error
0.4346
Root mean prior squared error
0.4984
Root mean squared error
0.4046
Root relative squared error
0.8118
SciMark benchmark
942.5053