DEVELOPMENT... OpenML
Run
132461

Run 132461

Task 3499 (Supervised Classification) squash-stored 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)_I40
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
0.7959
Per class
Build CPU time
0.0155
Build memory
985566559.5385
F measure
0.6904
Per class
Kappa
0.4967
KB relative information score
16.1778
Mean absolute error
0.3211
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
0.6909
Per class
Predictive accuracy
0.6923
Prior entropy
1.4782
Recall
0.6923
Per class
Relative absolute error
0.7765
Root mean prior squared error
0.4538
Root mean squared error
0.3917
Root relative squared error
0.8633
SciMark benchmark
940.5537