DEVELOPMENT... OpenML
Run
46316

Run 46316

Task 4622 (Supervised Classification) kc1 Uploaded 31-10-2014 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
0.8388
Per class
Build CPU time
390.1705
Build memory
552375973.7783
F measure
0.8515
Per class
Kappa
0.3792
KB relative information score
2842.3679
Mean absolute error
0.188
Mean prior absolute error
0.2616
Number of instances
21090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8511
Per class
Predictive accuracy
0.8689
Prior entropy
0.622
Recall
0.8689
Per class
Relative absolute error
0.7188
Root mean prior squared error
0.3615
Root mean squared error
0.3143
Root relative squared error
0.8695
SciMark benchmark
942.5482