Run
451470

Run 451470

Task 1907 (Supervised Classification) colic Uploaded 20-05-2015 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
0.8858
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8332
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6395
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1951.0689
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2267
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8333
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8348
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8348
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4863
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3548
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.735
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.2574
UserCPU time millis
120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10 times 10-fold Crossvalidation)