DEVELOPMENT... OpenML
Run
59482

Run 59482

Task 3592 (Supervised Classification) fri_c2_100_5 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
0.8575
Per class
Build CPU time
0.215
Build memory
368565918.4
F measure
0.7857
Per class
Kappa
0.5494
KB relative information score
40.426
Mean absolute error
0.3004
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7898
Per class
Predictive accuracy
0.79
Prior entropy
0.9721
Recall
0.79
Per class
Relative absolute error
0.6253
Root mean prior squared error
0.4899
Root mean squared error
0.3805
Root relative squared error
0.7767
SciMark benchmark
938.259