DEVELOPMENT... OpenML
Run
54432

Run 54432

Task 3913 (Supervised Classification) kc2 Uploaded 09-11-2014 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
0.8062
Per class
Build CPU time
28.0883
Build memory
1875845828.8276
F measure
0.8254
Per class
Kappa
0.4358
KB relative information score
142.1539
Mean absolute error
0.2168
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8233
Per class
Predictive accuracy
0.8372
Prior entropy
0.734
Recall
0.8372
Per class
Relative absolute error
0.6639
Root mean prior squared error
0.4037
Root mean squared error
0.3427
Root relative squared error
0.8488
SciMark benchmark
942.9632