DEVELOPMENT... OpenML
Run
95493

Run 95493

Task 3503 (Supervised Classification) aids 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
0.6168
Per class
Build CPU time
0.0023
Build memory
533240288
F measure
0.6347
Per class
Kappa
0.28
KB relative information score
9.3066
Mean absolute error
0.4149
Mean prior absolute error
0.5
Number of instances
50
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6486
Per class
Predictive accuracy
0.64
Prior entropy
1
Recall
0.64
Per class
Relative absolute error
0.8299
Root mean prior squared error
0.5
Root mean squared error
0.492
Root relative squared error
0.9841
SciMark benchmark
920.6941