DEVELOPMENT... OpenML
Run
128045

Run 128045

Task 24 (Supervised Classification) mushroom Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I10
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.9999
Per class
Build CPU time
0.1316
Build memory
1165107039.1344
F measure
0.9954
Per class
Kappa
0.9909
KB relative information score
7975.0517
Mean absolute error
0.0102
Mean prior absolute error
0.4994
Number of instances
8124
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9955
Per class
Predictive accuracy
0.9954
Prior entropy
0.9991
Recall
0.9954
Per class
Relative absolute error
0.0204
Root mean prior squared error
0.4997
Root mean squared error
0.0665
Root relative squared error
0.1331
SciMark benchmark
929.5397