Run
519555

Run 519555

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
576.9595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1934
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
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.93
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.123
UserCPU time millis testing
0.311
UserCPU time millis training
1.812