DEVELOPMENT... OpenML
Run
75113

Run 75113

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7383
Per class
Build CPU time
0.1454
Build memory
1088715207.4234
F measure
0.6847
Per class
Kappa
0.3706
KB relative information score
29.0715
Mean absolute error
0.38
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6875
Per class
Predictive accuracy
0.6847
Prior entropy
0.9986
Recall
0.6847
Per class
Relative absolute error
0.7616
Root mean prior squared error
0.4995
Root mean squared error
0.4603
Root relative squared error
0.9216
SciMark benchmark
942.3187