DEVELOPMENT... OpenML
Run
135388

Run 135388

Task 2074 (Supervised Classification) satimage 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)_I40
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
0.9079
Per class
Build CPU time
0.074
Build memory
467437948
F measure
0.8477
Per class
Kappa
0.8114
KB relative information score
5259.1618
Mean absolute error
0.051
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8483
Per class
Predictive accuracy
0.8471
Prior entropy
2.4836
Recall
0.8471
Per class
Relative absolute error
0.1887
Root mean prior squared error
0.3675
Root mean squared error
0.2257
Root relative squared error
0.6143
SciMark benchmark
935.6292