DEVELOPMENT... OpenML
Run
78476

Run 78476

Task 3809 (Supervised Classification) visualizing_ethanol 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
0.5913
Per class
Build CPU time
1.9194
Build memory
2229680651.6364
F measure
0.5796
Per class
Kappa
0.1591
KB relative information score
8.1362
Mean absolute error
0.4589
Mean prior absolute error
0.4997
Number of instances
88
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5798
Per class
Predictive accuracy
0.5795
Prior entropy
0.9996
Recall
0.5795
Per class
Relative absolute error
0.9183
Root mean prior squared error
0.4999
Root mean squared error
0.534
Root relative squared error
1.0682
SciMark benchmark
930.6943