DEVELOPMENT... OpenML
Run
52799

Run 52799

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 07-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I80
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7258
Per class
Build CPU time
1.6015
Build memory
1193894159.6396
F measure
0.6931
Per class
Kappa
0.3901
KB relative information score
25.4163
Mean absolute error
0.3964
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
0.6998
Per class
Predictive accuracy
0.6937
Prior entropy
0.9986
Recall
0.6937
Per class
Relative absolute error
0.7944
Root mean prior squared error
0.4995
Root mean squared error
0.4576
Root relative squared error
0.9162
SciMark benchmark
935.2997