Run
520700

Run 520700

Task 3681 (Supervised Classification) puma8NH Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5313.9198
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1757
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8382
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.22
UserCPU time millis testing
0.022
UserCPU time millis training
2.198