DEVELOPMENT... OpenML
Run
109054

Run 109054

Task 3620 (Supervised Classification) fri_c0_100_5 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)_I80
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
0.9275
Per class
Build CPU time
0.0285
Build memory
313361940
F measure
0.8087
Per class
Kappa
0.6144
KB relative information score
64.7648
Mean absolute error
0.1739
Mean prior absolute error
0.4969
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
0.8116
Per class
Predictive accuracy
0.81
Prior entropy
0.9956
Recall
0.81
Per class
Relative absolute error
0.3499
Root mean prior squared error
0.4984
Root mean squared error
0.3783
Root relative squared error
0.759
SciMark benchmark
919.8064