Run
472300

Run 472300

Task 4650 (Supervised Classification) KDDCup09_appetency Uploaded 16-08-2015 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
0.7083
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9727
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.013
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-1409733.8264
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0397
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.035
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.9661
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9801
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.129
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9801
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.1349
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1322
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1398
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0572
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1171.0303
UserCPU time millis
87684380
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
87684310
Cross-validation details (10 times 10-fold Crossvalidation)