Run
287500

Run 287500

Task 2125 (Supervised Classification) eucalyptus 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
0.8037
Per class
Cross-validation details (33% Holdout set)
F measure
0.5422
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4643
Cross-validation details (33% Holdout set)
KB relative information score
120.0553
Cross-validation details (33% Holdout set)
Mean absolute error
0.1878
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3134
Cross-validation details (33% Holdout set)
Number of instances
242
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5271
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.595
Cross-validation details (33% Holdout set)
Prior entropy
2.2629
Cross-validation details (33% Holdout set)
Recall
0.595
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5992
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3959
Cross-validation details (33% Holdout set)
Root mean squared error
0.3454
Cross-validation details (33% Holdout set)
Root relative squared error
0.8725
Cross-validation details (33% Holdout set)
SciMark benchmark
1064.8317
UserCPU time millis
700
Cross-validation details (33% Holdout set)
UserCPU time millis training
700
Cross-validation details (33% Holdout set)