DEVELOPMENT... OpenML
Run
78222

Run 78222

Task 2352 (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)_I160
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
0.7197
Per class
Build CPU time
3.891
Build memory
1860098352
F measure
0.6516
Per class
Kappa
0.3185
KB relative information score
3.414
Mean absolute error
0.1813
Mean prior absolute error
0.1912
Number of instances
23
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.658
Per class
Predictive accuracy
0.6522
Prior entropy
1.9094
Recall
0.6522
Per class
Relative absolute error
0.9479
Root mean prior squared error
0.2919
Root mean squared error
0.2858
Root relative squared error
0.9791
SciMark benchmark
902.9034