DEVELOPMENT... OpenML
Run
108681

Run 108681

Task 3679 (Supervised Classification) chscase_vine2 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
0.8917
Per class
Build CPU time
0.0766
Build memory
712738893.7949
F measure
0.8224
Per class
Kappa
0.6411
KB relative information score
226.4617
Mean absolute error
0.2703
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8224
Per class
Predictive accuracy
0.8227
Prior entropy
0.9937
Recall
0.8227
Per class
Relative absolute error
0.5453
Root mean prior squared error
0.4978
Root mean squared error
0.3633
Root relative squared error
0.7297
SciMark benchmark
945.0554