Run
519278

Run 519278

Task 9927 (Supervised Classification) volcanoes-b1 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_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
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1904.2574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10176
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2974
Cross-validation details (10-fold Crossvalidation)
Recall
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0316
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.397
UserCPU time millis testing
0.058
UserCPU time millis training
0.339