Run
472732

Run 472732

Task 1932 (Supervised Classification) heart-statlog Uploaded 28-08-2015 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
0.8683
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7961
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5866
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1368.0117
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2518
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2700
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.796
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7963
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7963
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5098
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3865
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7778
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
851.2074
UserCPU time millis
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10 times 10-fold Crossvalidation)