Run
7828821

Run 7828821

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00118042151806244
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.0316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3259
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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8368
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.0641
UserCPU time millis
5.44
UserCPU time millis testing
0.129
UserCPU time millis training
5.311