Run
318899

Run 318899

Task 1776 (Supervised Classification) mfeat-factors Uploaded 23-03-2015 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
0.9797
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8285
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8101
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
7901.9456
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0558
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8287
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8291
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8291
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.31
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1587
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.529
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1371.9645
UserCPU time millis
14980
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
14970
Cross-validation details (5 times 2-fold Crossvalidation)