DEVELOPMENT... OpenML
Run
105234

Run 105234

Task 1788 (Supervised Classification) mushroom Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.6742
Build memory
660809106.4
F measure
0.9994
Per class
Kappa
0.9988
KB relative information score
39941.9679
Mean absolute error
0.0106
Mean prior absolute error
0.4994
Number of instances
40620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9994
Per class
Predictive accuracy
0.9994
Prior entropy
0.9991
Recall
0.9994
Per class
Relative absolute error
0.0213
Root mean prior squared error
0.4997
Root mean squared error
0.0396
Root relative squared error
0.0793
SciMark benchmark
913.4921