Run
400068

Run 400068

Task 4528 (Supervised Classification) postoperative-patient-data Uploaded 16-04-2015 by Joaquin Vanschoren
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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
0.4662
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.606
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.006
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-68.4156
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4168
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
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
0.5859
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6589
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6589
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.0096
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5111
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1275
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
930.0565
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)