DEVELOPMENT... OpenML
Run
58161

Run 58161

Task 3569 (Supervised Classification) prnn_viruses Uploaded 14-11-2014 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)_I40
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
0.9978
Per class
Build CPU time
2.2776
Build memory
710457502.9508
F measure
0.951
Per class
Kappa
0.9075
KB relative information score
47.4648
Mean absolute error
0.0687
Mean prior absolute error
0.2735
Number of instances
61
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9532
Per class
Predictive accuracy
0.9508
Prior entropy
1.5019
Recall
0.9508
Per class
Relative absolute error
0.2512
Root mean prior squared error
0.3656
Root mean squared error
0.1332
Root relative squared error
0.3643
SciMark benchmark
1234.8263