DEVELOPMENT... OpenML
Run
52983

Run 52983

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 07-11-2014 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)_I80
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
0.9017
Per class
Build CPU time
100.7809
Build memory
80923701.6
F measure
0.838
Per class
Kappa
0.6701
KB relative information score
252.463
Mean absolute error
0.2574
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8379
Per class
Predictive accuracy
0.838
Prior entropy
0.9875
Recall
0.838
Per class
Relative absolute error
0.5238
Root mean prior squared error
0.4956
Root mean squared error
0.3533
Root relative squared error
0.7129
SciMark benchmark
945.0883