Run
10045074

Run 10045074

Task 3984 (Supervised Classification) AP_Breast_Lung 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
0.9305 ± 0.0485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9194 ± 0.0337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7904 ± 0.0856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.2551 ± 2.2222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1132 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3929 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9207 ± 0.0339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213 ± 0.0333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8401
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213 ± 0.0333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2881 ± 0.0475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.443 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2563 ± 0.0373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5787 ± 0.0846
Cross-validation details (10-fold Crossvalidation)