DEVELOPMENT... OpenML
Run
46469

Run 46469

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 02-11-2014 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)_I160
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
0.9043
Per class
Build CPU time
49.193
Build memory
2473966323.2
F measure
0.8122
Per class
Kappa
0.6214
KB relative information score
126.5338
Mean absolute error
0.2574
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8126
Per class
Predictive accuracy
0.812
Prior entropy
0.9934
Recall
0.812
Per class
Relative absolute error
0.5195
Root mean prior squared error
0.4977
Root mean squared error
0.3536
Root relative squared error
0.7105
SciMark benchmark
945.0342