DEVELOPMENT... OpenML
Run
133351

Run 133351

Task 3848 (Supervised Classification) squash-unstored Uploaded 27-12-2014 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)_I20
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
0.869
Per class
Build CPU time
0.014
Build memory
1547154487.5385
F measure
0.8266
Per class
Kappa
0.6507
KB relative information score
15.2252
Mean absolute error
0.3728
Mean prior absolute error
0.4972
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
0.8269
Per class
Predictive accuracy
0.8269
Prior entropy
0.996
Recall
0.8269
Per class
Relative absolute error
0.7499
Root mean prior squared error
0.4985
Root mean squared error
0.4034
Root relative squared error
0.8093
SciMark benchmark
943.8094