Run
2108084

Run 2108084

Task 49 (Supervised Classification) tic-tac-toe Uploaded 06-05-2017 by Jeroen van Hoof
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Flow

sklearn.linear_model.logistic.LogisticRegression(3)Automatically created sub-component.
sklearn.linear_model.logistic.LogisticRegression(3)_C1.0
sklearn.linear_model.logistic.LogisticRegression(3)_class_weightnull
sklearn.linear_model.logistic.LogisticRegression(3)_dualfalse
sklearn.linear_model.logistic.LogisticRegression(3)_fit_intercepttrue
sklearn.linear_model.logistic.LogisticRegression(3)_intercept_scaling1
sklearn.linear_model.logistic.LogisticRegression(3)_max_iter100
sklearn.linear_model.logistic.LogisticRegression(3)_multi_class"ovr"
sklearn.linear_model.logistic.LogisticRegression(3)_n_jobs-1
sklearn.linear_model.logistic.LogisticRegression(3)_penalty"l2"
sklearn.linear_model.logistic.LogisticRegression(3)_random_state4
sklearn.linear_model.logistic.LogisticRegression(3)_solver"liblinear"
sklearn.linear_model.logistic.LogisticRegression(3)_tol0.0001
sklearn.linear_model.logistic.LogisticRegression(3)_verbose0
sklearn.linear_model.logistic.LogisticRegression(3)_warm_startfalse

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
0.6137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.1071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.6983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9733
Cross-validation details (10-fold Crossvalidation)