DEVELOPMENT... OpenML
Run
59075

Run 59075

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 15-11-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9983
Per class
Build CPU time
1611.0247
Build memory
231590881.4608
F measure
0.9855
Per class
Kappa
0.968
KB relative information score
37530.9762
Mean absolute error
0.0219
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9856
Per class
Predictive accuracy
0.9855
Prior entropy
0.9287
Recall
0.9855
Per class
Relative absolute error
0.0486
Root mean prior squared error
0.4751
Root mean squared error
0.107
Root relative squared error
0.2252
SciMark benchmark
1212.2248