DEVELOPMENT... OpenML
Run
95053

Run 95053

Task 3592 (Supervised Classification) fri_c2_100_5 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
0.8415
Per class
Build CPU time
0.0055
Build memory
20661161.6
F measure
0.76
Per class
Kappa
0.5
KB relative information score
42.7601
Mean absolute error
0.2817
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.76
Per class
Predictive accuracy
0.76
Prior entropy
0.9721
Recall
0.76
Per class
Relative absolute error
0.5864
Root mean prior squared error
0.4899
Root mean squared error
0.394
Root relative squared error
0.8043
SciMark benchmark
945.1122

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