DEVELOPMENT... OpenML
Run
136263

Run 136263

Task 3753 (Supervised Classification) cloud 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
0.634
Per class
Build CPU time
0.0035
Build memory
66049531.6296
F measure
0.6822
Per class
Kappa
0.2565
KB relative information score
18.0265
Mean absolute error
0.3241
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6912
Per class
Predictive accuracy
0.6759
Prior entropy
0.8813
Recall
0.6759
Per class
Relative absolute error
0.7743
Root mean prior squared error
0.4566
Root mean squared error
0.5693
Root relative squared error
1.2467
SciMark benchmark
916.3022