Run
508857

Run 508857

Task 3788 (Supervised Classification) visualizing_galaxy Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(9)Learner classif.lda from package(s) MASS.
classif.lda(9)_seed1
classif.lda(9)_kindMersenne-Twister
classif.lda(9)_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
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
286.6189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
323
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4738
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.103
UserCPU time millis testing
0.028
UserCPU time millis training
0.075