DEVELOPMENT... OpenML
Run
58449

Run 58449

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.9009
Per class
Build CPU time
29.7946
Build memory
77209874.4
F measure
0.8239
Per class
Kappa
0.6414
KB relative information score
257.5389
Mean absolute error
0.2514
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
0.8238
Per class
Predictive accuracy
0.824
Prior entropy
0.9875
Recall
0.824
Per class
Relative absolute error
0.5116
Root mean prior squared error
0.4956
Root mean squared error
0.3518
Root relative squared error
0.7098
SciMark benchmark
938.259