Run
237258

Run 237258

Task 3692 (Supervised Classification) disclosure_x_noise Uploaded 02-03-2015 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
0.4708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-20.13
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
915.6729
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)