Run
10045087

Run 10045087

Task 4695 (Supervised Classification) AP_Omentum_Ovary 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
0.7511 ± 0.0893
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7362 ± 0.0746
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3319 ± 0.1886
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
475.741 ± 3.6505
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3148 ± 0.0451
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4039 ± 0.0062
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2750
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.7322 ± 0.0847
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7429 ± 0.0723
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8576
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7429 ± 0.0723
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7793 ± 0.1107
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.449 ± 0.0069
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4195 ± 0.046
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9343 ± 0.1017
Cross-validation details (10 times 10-fold Crossvalidation)