DEVELOPMENT... OpenML
Run
77742

Run 77742

Task 3874 (Supervised Classification) ecoli 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)_I80
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
0.987
Per class
Build CPU time
2.7313
Build memory
550474141.3571
F measure
0.9613
Per class
Kappa
0.9209
KB relative information score
285.2154
Mean absolute error
0.0819
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9614
Per class
Predictive accuracy
0.9613
Prior entropy
0.9842
Recall
0.9613
Per class
Relative absolute error
0.1675
Root mean prior squared error
0.4944
Root mean squared error
0.1882
Root relative squared error
0.3807
SciMark benchmark
945.9112

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