DEVELOPMENT... OpenML
Run
57235

Run 57235

Task 3859 (Supervised Classification) prnn_fglass Uploaded 13-11-2014 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)_I40
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
0.8493
Per class
Build CPU time
4.0128
Build memory
97057442.5047
F measure
0.77
Per class
Kappa
0.4956
KB relative information score
83.4869
Mean absolute error
0.2825
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7692
Per class
Predictive accuracy
0.771
Prior entropy
0.9397
Recall
0.771
Per class
Relative absolute error
0.6163
Root mean prior squared error
0.4786
Root mean squared error
0.3862
Root relative squared error
0.8071
SciMark benchmark
939.4026