DEVELOPMENT... OpenML
Run
108621

Run 108621

Task 3605 (Supervised Classification) sleep 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
0.6217
Per class
Build CPU time
0.0432
Build memory
28234505.4194
F measure
0.6608
Per class
Kappa
0.3183
KB relative information score
16.3226
Mean absolute error
0.3718
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6607
Per class
Predictive accuracy
0.6613
Prior entropy
0.9972
Recall
0.6613
Per class
Relative absolute error
0.7467
Root mean prior squared error
0.499
Root mean squared error
0.5659
Root relative squared error
1.1342
SciMark benchmark
934.8107