DEVELOPMENT... OpenML
Run
56976

Run 56976

Task 256 (Supervised Classification) nursery Uploaded 12-11-2014 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
0.9993
Per class
Build CPU time
1041.97
Build memory
128761672
F measure
0.9803
Per class
Kappa
0.9712
KB relative information score
4116.7087
Mean absolute error
0.0132
Mean prior absolute error
0.273
Number of instances
4276
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9802
Per class
Predictive accuracy
0.9804
Prior entropy
1.7176
Recall
0.9804
Per class
Relative absolute error
0.0483
Root mean prior squared error
0.3694
Root mean squared error
0.0746
Root relative squared error
0.202
SciMark benchmark
939.4026