Run
10045101

Run 10045101

Task 4702 (Supervised Classification) AP_Lung_Kidney Uploaded 22-01-2019 by KANKAN LAN
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Flow

sklearn.neighbors.classification.KNeighborsClassifier(33)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(33)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(33)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(33)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(33)_n_neighbors5
sklearn.neighbors.classification.KNeighborsClassifier(33)_p2
sklearn.neighbors.classification.KNeighborsClassifier(33)_weights"uniform"

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.

17 Evaluation measures

Area under ROC curve
0.9835 ± 0.0226
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9592 ± 0.0304
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9068 ± 0.0698
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3369.0272 ± 2.516
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0555 ± 0.0265
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4401 ± 0.003
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3860
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.9592 ± 0.0292
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9593 ± 0.0299
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9122
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9593 ± 0.0299
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1262 ± 0.0602
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4689 ± 0.0032
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1803 ± 0.0612
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.3846 ± 0.1305
Cross-validation details (10 times 10-fold Crossvalidation)