DEVELOPMENT... OpenML
Run
75353

Run 75353

Task 2125 (Supervised Classification) eucalyptus 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
0.8534
Per class
Build CPU time
1.178
Build memory
2672481784
F measure
0.5424
Per class
Kappa
0.4151
KB relative information score
96.4255
Mean absolute error
0.2224
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.557
Per class
Predictive accuracy
0.5496
Prior entropy
2.2629
Recall
0.5496
Per class
Relative absolute error
0.7098
Root mean prior squared error
0.3959
Root mean squared error
0.3336
Root relative squared error
0.8425
SciMark benchmark
941.6532