DEVELOPMENT... OpenML
Run
77470

Run 77470

Task 2272 (Supervised Classification) meta_all.arff Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
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
0.7801
Per class
Build CPU time
1.1994
Build memory
2430546122.8169
F measure
0.6286
Per class
Kappa
0.3373
KB relative information score
21.5314
Mean absolute error
0.1703
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6746
Per class
Predictive accuracy
0.6761
Prior entropy
1.9094
Recall
0.6761
Per class
Relative absolute error
0.8247
Root mean prior squared error
0.317
Root mean squared error
0.284
Root relative squared error
0.8958
SciMark benchmark
922.9897