DEVELOPMENT... OpenML
Run
131644

Run 131644

Task 20 (Supervised Classification) mfeat-pixel Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I80
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9964
Per class
Build CPU time
1.1085
Build memory
2028674992.8
F measure
0.9634
Per class
Kappa
0.9594
KB relative information score
1527.3379
Mean absolute error
0.0765
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9638
Per class
Predictive accuracy
0.9635
Prior entropy
3.3219
Recall
0.9635
Per class
Relative absolute error
0.4247
Root mean prior squared error
0.3
Root mean squared error
0.1475
Root relative squared error
0.4918
SciMark benchmark
945.0532

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