DEVELOPMENT... OpenML
Run
108818

Run 108818

Task 3848 (Supervised Classification) squash-unstored 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
0.8393
Per class
Build CPU time
0.0551
Build memory
234264307.5385
F measure
0.8643
Per class
Kappa
0.7267
KB relative information score
36.9885
Mean absolute error
0.1446
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8692
Per class
Predictive accuracy
0.8654
Prior entropy
0.996
Recall
0.8654
Per class
Relative absolute error
0.291
Root mean prior squared error
0.4985
Root mean squared error
0.3705
Root relative squared error
0.7432
SciMark benchmark
936.1433