DEVELOPMENT... OpenML
Run
136988

Run 136988

Task 3905 (Supervised Classification) mc2 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)_I160
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
0.6664
Per class
Build CPU time
0.2394
Build memory
643220389.7143
F measure
0.6735
Per class
Kappa
0.2463
KB relative information score
31.2384
Mean absolute error
0.3343
Mean prior absolute error
0.4381
Number of instances
161
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6708
Per class
Predictive accuracy
0.677
Prior entropy
0.9099
Recall
0.677
Per class
Relative absolute error
0.7631
Root mean prior squared error
0.4676
Root mean squared error
0.5632
Root relative squared error
1.2044
SciMark benchmark
939.8609