DEVELOPMENT... OpenML
Run
59693

Run 59693

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 15-11-2014 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)_I10
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
0.9086
Per class
Build CPU time
3.3142
Build memory
502287285.6
F measure
0.8122
Per class
Kappa
0.6214
KB relative information score
135.7243
Mean absolute error
0.2357
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
0.4758
Root mean prior squared error
0.4977
Root mean squared error
0.3484
Root relative squared error
0.7
SciMark benchmark
941.326