Run
519592

Run 519592

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

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.7847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
595.6928
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1858
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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9116
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.513
UserCPU time millis testing
0.065
UserCPU time millis training
0.448