DEVELOPMENT... OpenML
Run
108962

Run 108962

Task 254 (Supervised Classification) mushroom 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
1
Per class
Build CPU time
1.143
Build memory
126829816
F measure
0.9996
Per class
Kappa
0.9993
KB relative information score
2669.8741
Mean absolute error
0.002
Mean prior absolute error
0.4992
Number of instances
2680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9996
Per class
Predictive accuracy
0.9996
Prior entropy
0.9991
Recall
0.9996
Per class
Relative absolute error
0.004
Root mean prior squared error
0.4995
Root mean squared error
0.0225
Root relative squared error
0.045
SciMark benchmark
937.279