DEVELOPMENT... OpenML
Run
134860

Run 134860

Task 3499 (Supervised Classification) squash-stored Uploaded 28-12-2014 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)_I20
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
0.7048
Per class
Build CPU time
0.0009
Build memory
1310222720.6154
F measure
0.6564
Per class
Kappa
0.4452
KB relative information score
20.9079
Mean absolute error
0.2779
Mean prior absolute error
0.4135
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6611
Per class
Predictive accuracy
0.6538
Prior entropy
1.4782
Recall
0.6538
Per class
Relative absolute error
0.672
Root mean prior squared error
0.4538
Root mean squared error
0.4712
Root relative squared error
1.0383
SciMark benchmark
946.9091