DEVELOPMENT... OpenML
Run
108794

Run 108794

Task 3706 (Supervised Classification) stock 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
0.9941
Per class
Build CPU time
0.3655
Build memory
74637176
F measure
0.9579
Per class
Kappa
0.9157
KB relative information score
852.3362
Mean absolute error
0.0538
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9579
Per class
Predictive accuracy
0.9579
Prior entropy
0.9995
Recall
0.9579
Per class
Relative absolute error
0.1076
Root mean prior squared error
0.4998
Root mean squared error
0.1768
Root relative squared error
0.3538
SciMark benchmark
937.6343