Run
59984

Run 59984

Task 3044 (Supervised Classification) hypothyroid Uploaded 15-11-2014 by Joaquin Vanschoren
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)_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
0.9948
Per class
Cross-validation details (33% Holdout set)
Build CPU time
47.622
Cross-validation details (33% Holdout set)
Build memory
2286403432
Cross-validation details (33% Holdout set)
F measure
0.9964
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9784
Cross-validation details (33% Holdout set)
KB relative information score
1150.8202
Cross-validation details (33% Holdout set)
Mean absolute error
0.0044
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.996
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9968
Cross-validation details (33% Holdout set)
Prior entropy
0.4715
Cross-validation details (33% Holdout set)
Recall
0.9968
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0601
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.0406
Cross-validation details (33% Holdout set)
Root relative squared error
0.2112
Cross-validation details (33% Holdout set)
SciMark benchmark
821.7292