Run
347638

Run 347638

Task 4311 (Supervised Classification) fri_c3_1000_10 Uploaded 27-03-2015 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
0.9386
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8607
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7171
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6170.3787
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.201
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
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
0.8606
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8608
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8608
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4078
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.311
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6266
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1358.6198
UserCPU time millis
110
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10 times 10-fold Crossvalidation)