Run
516705

Run 516705

Task 18 (Supervised Classification) mfeat-morphological Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1458.2976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0518
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7442
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7587
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.574
UserCPU time millis testing
0.024
UserCPU time millis training
0.55