DEVELOPMENT... OpenML
Run
58683

Run 58683

Task 3695 (Supervised Classification) fri_c2_250_10 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)_I20
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
0.9478
Per class
Build CPU time
1.9333
Build memory
241649737.6
F measure
0.9152
Per class
Kappa
0.8155
KB relative information score
168.6447
Mean absolute error
0.1622
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.916
Per class
Predictive accuracy
0.916
Prior entropy
0.9468
Recall
0.916
Per class
Relative absolute error
0.3501
Root mean prior squared error
0.4812
Root mean squared error
0.2782
Root relative squared error
0.5781
SciMark benchmark
876.9475