Run
10045084

Run 10045084

Task 3989 (Supervised Classification) AP_Prostate_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
0.9793 ± 0.0304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9591 ± 0.0394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9109 ± 0.085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.7856 ± 1.3064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0441 ± 0.0285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4577 ± 0.0047
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9594 ± 0.0357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.959 ± 0.0397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9387
Cross-validation details (10-fold Crossvalidation)
Recall
0.959 ± 0.0397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0964 ± 0.0625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4782 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1736 ± 0.0832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3632 ± 0.1747
Cross-validation details (10-fold Crossvalidation)