Run
343223

Run 343223

Task 4221 (Supervised Classification) ipums_la_98-small Uploaded 27-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.9754
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.787
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6324
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
47689.6667
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0679
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1598
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
74850
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7888
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7958
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.7643
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7958
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4248
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2826
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1838
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6503
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1321.8321
UserCPU time millis
438310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
438300
Cross-validation details (10 times 10-fold Crossvalidation)