Run
451430

Run 451430

Task 1803 (Supervised Classification) sonar 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
0.7939
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7472
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4923
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
471.5713
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2777
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1040
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7473
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7471
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7471
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5579
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4569
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9159
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
936.2574
UserCPU time millis
120
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (5 times 2-fold Crossvalidation)