DEVELOPMENT... OpenML
Run
80378

Run 80378

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.7222
Per class
Build CPU time
0.0037
Build memory
280905665.9459
F measure
0.6665
Per class
Kappa
0.3314
KB relative information score
30.6673
Mean absolute error
0.3676
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
0.6664
Per class
Predictive accuracy
0.6667
Prior entropy
0.9986
Recall
0.6667
Per class
Relative absolute error
0.7366
Root mean prior squared error
0.4995
Root mean squared error
0.4862
Root relative squared error
0.9734
SciMark benchmark
947.4258