DEVELOPMENT... OpenML
Run
60028

Run 60028

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 16-11-2014 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
0.7867
Per class
Build CPU time
12.459
Build memory
431790152
F measure
0.6761
Per class
Kappa
0.2918
KB relative information score
41.434
Mean absolute error
0.3677
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6807
Per class
Predictive accuracy
0.6919
Prior entropy
0.9279
Recall
0.6919
Per class
Relative absolute error
0.8013
Root mean prior squared error
0.4831
Root mean squared error
0.4253
Root relative squared error
0.8804
SciMark benchmark
813.0234