DEVELOPMENT... OpenML
Run
45049

Run 45049

Task 4353 (Supervised Classification) fri_c3_100_10 Uploaded 30-10-2014 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)_I160
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
0.841
Per class
Build CPU time
6.0548
Build memory
946621316.72
F measure
0.7838
Per class
Kappa
0.5466
KB relative information score
360.8523
Mean absolute error
0.3214
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7843
Per class
Predictive accuracy
0.786
Prior entropy
0.9721
Recall
0.786
Per class
Relative absolute error
0.669
Root mean prior squared error
0.4899
Root mean squared error
0.3922
Root relative squared error
0.8005
SciMark benchmark
897.921