Run
10045104

Run 10045104

Task 3999 (Supervised Classification) AP_Breast_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
0.9556 ± 0.0226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9124 ± 0.0308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8095 ± 0.0675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
390.6258 ± 2.1085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1332 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9135 ± 0.0302
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9133 ± 0.0301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9133 ± 0.0301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2872 ± 0.0427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2696 ± 0.033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5599 ± 0.0679
Cross-validation details (10-fold Crossvalidation)