DEVELOPMENT... OpenML
Run
51783

Run 51783

Task 270 (Supervised Classification) glass 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
0.9024
Per class
Build CPU time
25.212
Build memory
323801312
F measure
0.7594
Per class
Kappa
0.6706
KB relative information score
44.3994
Mean absolute error
0.1069
Mean prior absolute error
0.2127
Number of instances
70
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7751
Per class
Predictive accuracy
0.7571
Prior entropy
2.2315
Recall
0.7571
Per class
Relative absolute error
0.5024
Root mean prior squared error
0.3261
Root mean squared error
0.2379
Root relative squared error
0.7296
SciMark benchmark
935.2997