Run
287533

Run 287533

Task 3044 (Supervised Classification) hypothyroid Uploaded 14-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.BFTree(3)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(3)_PPOSTPRUNED
weka.BFTree(3)_M2
weka.BFTree(3)_N5
weka.BFTree(3)_Ctrue
weka.BFTree(3)_S1

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.

22 Evaluation measures

Area under ROC curve
0.9989
Per class
Cross-validation details (33% Holdout set)
F measure
0.9932
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9563
Cross-validation details (33% Holdout set)
KB relative information score
1161.3685
Cross-validation details (33% Holdout set)
Mean absolute error
0.0041
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, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9928
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9936
Cross-validation details (33% Holdout set)
Prior entropy
0.4715
Cross-validation details (33% Holdout set)
Recall
0.9936
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0558
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.0504
Cross-validation details (33% Holdout set)
Root relative squared error
0.2619
Cross-validation details (33% Holdout set)
SciMark benchmark
1327.2954
UserCPU time millis
950
Cross-validation details (33% Holdout set)
UserCPU time millis training
950
Cross-validation details (33% Holdout set)