Run
519562

Run 519562

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.hdrda(4)Learner classif.hdrda from package(s) sparsediscrim.
classif.hdrda(4)_seed1
classif.hdrda(4)_kindMersenne-Twister
classif.hdrda(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
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
703.4092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7975
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.287
UserCPU time millis testing
0.33
UserCPU time millis training
1.957