DEVELOPMENT... OpenML
Run
136271

Run 136271

Task 3758 (Supervised Classification) chscase_geyser1 Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.8507
Per class
Build CPU time
0.0786
Build memory
41910507.027
F measure
0.8418
Per class
Kappa
0.6686
KB relative information score
139.1993
Mean absolute error
0.1765
Mean prior absolute error
0.4787
Number of instances
222
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8417
Per class
Predictive accuracy
0.8423
Prior entropy
0.9694
Recall
0.8423
Per class
Relative absolute error
0.3688
Root mean prior squared error
0.4891
Root mean squared error
0.4033
Root relative squared error
0.8245
SciMark benchmark
877.9084