DEVELOPMENT... OpenML
Run
75611

Run 75611

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)_I10
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
0.7807
Per class
Build CPU time
0.3338
Build memory
1033778263.2113
F measure
0.5933
Per class
Kappa
0.2783
KB relative information score
21.8549
Mean absolute error
0.168
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
0.6446
Per class
Predictive accuracy
0.662
Prior entropy
1.9094
Recall
0.662
Per class
Relative absolute error
0.8134
Root mean prior squared error
0.317
Root mean squared error
0.2855
Root relative squared error
0.9007
SciMark benchmark
902.1764