DEVELOPMENT... OpenML
Run
108506

Run 108506

Task 1817 (Supervised Classification) vehicle 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
0.6514
Per class
Build CPU time
0.0067
Build memory
95652996
F measure
0.3174
Per class
Kappa
0.2099
KB relative information score
838.6584
Mean absolute error
0.3378
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2899
Per class
Predictive accuracy
0.4021
Prior entropy
1.9991
Recall
0.4021
Per class
Relative absolute error
0.9013
Root mean prior squared error
0.4329
Root mean squared error
0.4119
Root relative squared error
0.9515
SciMark benchmark
939.0159